How Many Domains Suffice for Domain Generalization? A Tight Characterization via the Domain Shattering Dimension

Item #:

085713-3835

Details

DOI: https://doi.org/10.52202/085713-3835
Author(s): Cynthia Dwork, Lunjia Hu, Han Shao
Pages: 127501-127527 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-3835
Author(s): Cynthia Dwork, Lunjia Hu, Han Shao
Pages: 127501-127527 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)